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Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Web Search and Data Mining (WSDM), 2019
25 October 2019
Shumin Deng
Ningyu Zhang
Jiaojian Kang
Yichi Zhang
Wei Zhang
Huajun Chen
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Papers citing
"Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection"
50 / 59 papers shown
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408
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SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection
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Xian-Ling Mao
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Yu-Shi Zhu
Heyan Huang
422
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05 Mar 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Henry Peng Zou
Zhengyao Gu
Yue Zhou
Yankai Chen
Weizhi Zhang
Liancheng Fang
Yibo Wang
Yangning Li
Kay Liu
Philip S. Yu
474
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26 Feb 2025
Hidden Entity Detection from GitHub Leveraging Large Language Models
Lu Gan
Martin Blum
Danilo Dessi
Brigitte Mathiak
Ralf Schenkel
Stefan Dietze
284
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08 Jan 2025
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Tanmay Parekh
Jeffrey Kwan
Jiarui Yu
Sparsh Johri
Hyosang Ahn
Sreya Muppalla
Kai-Wei Chang
Wei Wang
Nanyun Peng
426
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24 Oct 2024
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models
Yi-Fan Lu
Xian-Ling Mao
Tian Lan
Heyan Huang
Heyan Huang
Xiaoyan Gao
248
0
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12 Oct 2024
Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs
Mazal Bethany
Emet Bethany
Brandon Wherry
Cho-Yu Chiang
Nishant Vishwamitra
Anthony Rios
Peyman Najafirad
LRM
363
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30 Aug 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts
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Xiao Wang
Yu Zhao
Yuhang Liu
Fei-Yue Wang
227
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04 Jun 2024
Targeted Augmentation for Low-Resource Event Extraction
Sijia Wang
Lifu Huang
386
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14 May 2024
Class-Incremental Few-Shot Event Detection
International Conference on Language Resources and Evaluation (LREC), 2024
Kailin Zhao
Xiaolong Jin
Long Bai
Jiafeng Guo
Xueqi Cheng
VLM
CLL
303
1
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02 Apr 2024
Event Detection from Social Media for Epidemic Prediction
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Tanmay Parekh
Anh Mac
Jiarui Yu
Yuxuan Dong
Syed Shahriar
...
Eric Yang
Kuan-Hao Huang
Wei Wang
Nanyun Peng
Kai-Wei Chang
307
18
0
02 Apr 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks
Chenlong Zhang
Pengfei Cao
Yubo Chen
Kang Liu
Qing Cui
Mengshu Sun
Jun Zhao
288
6
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26 Mar 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
Kuan-Hao Huang
I-Hung Hsu
Tanmay Parekh
Zhiyu Xie
Zixuan Zhang
Premkumar Natarajan
Kai-Wei Chang
Nanyun Peng
Heng Ji
518
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16 Nov 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yizhu Jiao
Ming Zhong
Sha Li
Ruining Zhao
Siru Ouyang
Heng Ji
Jiawei Han
296
44
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24 Oct 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhenrui Yue
Huimin Zeng
Mengfei Lan
Heng Ji
D. Wang
VLM
209
19
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27 May 2023
ClusterLLM: Large Language Models as a Guide for Text Clustering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuwei Zhang
Zihan Wang
Jingbo Shang
442
115
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24 May 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shumin Deng
Shengyu Mao
Ningyu Zhang
Bryan Hooi
282
6
0
23 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
World wide web (Bussum) (WWWB), 2023
Yuqi Zhu
Xiaohan Wang
Jing Chen
Shuofei Qiao
Yixin Ou
Yunzhi Yao
Shumin Deng
Huajun Chen
Ningyu Zhang
LLMAG
346
248
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22 May 2023
Recouple Event Field via Probabilistic Bias for Event Extraction
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xingyu Bai
Taiqiang Wu
Han Guo
Zhe Zhao
Xuefeng Yang
Jiayin Li
Weijie Liu
Qi Ju
Weigang Guo
Yujiu Yang
291
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19 May 2023
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection
Information Processing & Management (IPM), 2023
Siyuan Wang
Jianming Zheng
Xuejun Hu
Fei Cai
Chengyu Song
Xueshan Luo
244
8
0
16 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yubo Ma
Zehao Wang
Yixin Cao
Aixin Sun
266
14
0
03 May 2023
Prompt Tuning based Adapter for Vision-Language Model Adaption
Jingchen Sun
Jiayu Qin
Zihao Lin
Changyou Chen
VPVLM
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208
9
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24 Mar 2023
GLEN: General-Purpose Event Detection for Thousands of Types
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Qiusi Zhan
Sha Li
Kathryn Conger
Martha Palmer
Heng Ji
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AI4TS
190
21
0
16 Mar 2023
CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19
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Tareque Rahman Ornob
G. Roy
Enamul Hassan
206
15
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17 Feb 2023
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews
Transactions of the Association for Computational Linguistics (TACL), 2023
Runcong Zhao
Lin Gui
Hanqi Yan
Yulan He
251
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03 Jan 2023
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Juan Zha
Zheng Li
Ying Wei
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341
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HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Rui-lan Zhang
Wei Wei
Xian-Ling Mao
Rui Fang
Dangyang Chen
260
14
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17 Oct 2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
Betty van Aken
Jens-Michalis Papaioannou
M. Naik
G. Eleftheriadis
Wolfgang Nejdl
Felix Alexander Gers
Alexander Loser
338
17
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Event Extraction: A Survey
Viet Dac Lai
386
12
0
07 Oct 2022
Few-Shot Document-Level Event Argument Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xianjun Yang
Yujie Lu
Linda R. Petzold
252
22
0
06 Sep 2022
Few-shot Incremental Event Detection
Hao Wang
Hanwen Shi
Jianyong Duan
408
3
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05 Sep 2022
Event Detection Explorer: An Interactive Tool for Event Detection Exploration
Wenlong Zhang
Bhagyashree Ingale
Hamza Shabir
Tianyi Li
Tian Shi
Ping Wang
168
5
0
26 Apr 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization
Sha Li
Liyuan Liu
Yiqing Xie
Heng Ji
Jiawei Han
346
4
0
15 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning
The Web Conference (WWW), 2022
Hongbin Ye
Ningyu Zhang
Shumin Deng
Xiang Chen
Hui Chen
Feiyu Xiong
Xi Chen
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336
77
0
27 Jan 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ningyu Zhang
Xin Xu
Li Tao
Haiyang Yu
Hongbin Ye
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Qiang Chen
Feiyu Xiong
Fei Huang
Guozhou Zheng
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VLM
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601
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Meta-learning via Language Model In-context Tuning
Yanda Chen
Ruiqi Zhong
Sheng Zha
George Karypis
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676
195
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Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention
Jiawei Chen
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Xianpei Han
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281
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Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
International Conference on Learning Representations (ICLR), 2021
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Zhen Bi
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Fei Huang
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482
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Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification
International Conference on Information and Knowledge Management (CIKM), 2021
Peiyi Wang
Runxin Xu
Tianyu Liu
Damai Dai
Baobao Chang
Zhifang Sui
195
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DEGREE: A Data-Efficient Generation-Based Event Extraction Model
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
I-Hung Hsu
Kuan-Hao Huang
Elizabeth Boschee
Scott Miller
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Kai-Wei Chang
Nanyun Peng
395
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A Survey on Deep Learning Event Extraction: Approaches and Applications
Qian Li
Jianxin Li
Shuaiyi Nie
Shiyao Cui
Hongzhi Zhang
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Hao Peng
Shu Guo
Lihong Wang
Amin Beheshti
Philip S. Yu
351
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Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition
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Shuai Wang
Bin Xu
Yixin Cao
Minghui Liu
Lei Hou
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328
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What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
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Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
325
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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba
Knowledge Discovery and Data Mining (KDD), 2021
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Qianghuai Jia
Shumin Deng
Xiang Chen
Hongbin Ye
...
Huaixiao Tou
Gang Huang
Zhao Wang
Nengwei Hua
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242
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OntoED: Low-resource Event Detection with Ontology Embedding
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Shumin Deng
Ningyu Zhang
Luoqiu Li
Hui Chen
Huaixiao Tou
Mosha Chen
Fei Huang
Huajun Chen
331
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Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
Findings (Findings), 2021
Shirong Shen
Tongtong Wu
Guilin Qi
Yuan-Fang Li
Gholamreza Haffari
Sheng Bi
262
41
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MLBiNet: A Cross-Sentence Collective Event Detection Network
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Dongfang Lou
Zhilin Liao
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Ningyu Zhang
Huajun Chen
BDL
401
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20 May 2021
Document-Level Event Argument Extraction by Conditional Generation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Sha Li
Heng Ji
Jiawei Han
234
357
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13 Apr 2021
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction
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Ningyu Zhang
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Mosha Chen
Huajun Chen
AAML
476
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